Skip to main content

Advertisement

Log in

On Regularity for Constrained Extremum Problems. Part 1: Sufficient Optimality Conditions

  • Published:
Journal of Optimization Theory and Applications Aims and scope Submit manuscript

Abstract

The main aspect of the paper consists in the application of a particular theorem of separation between two sets to the image associated with a constrained extremum problem. In the image space, the two sets are a convex cone, which depends on the constraints (equalities or inequalities) of the given problem, and its image. In this way, a condition for the existence of a regular saddle point (i.e., a sufficient optimality condition) is obtained. This regularity condition is compared with those existing in the literature.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Karush, W.: Minima of functions of several variables with inequalities as side conditions. Master’s Thesis, University of Chicago (1939)

  2. John, F.: Extremum problems with inequalities as subsidiary conditions. In: Friedrichs, K.O., Neugebauer, O.E., Stoker, J.J. (eds.) Studies and Essays: Courant Anniversary Volume, pp. 187–204. Interscience, New York (1948)

    Google Scholar 

  3. Kuhn, H.W., Tucker, A.W.: Nonlinear programming. In: Neyman, J. (ed.) Proceedings of the Second Berkeley Symposium on Mathematical Statistics and Probability, pp. 481–492. University of California Press, Berkeley (1951)

    Google Scholar 

  4. Giannessi, F.: Constrained Optimization and Image Space Analysis, Separation of Sets and Optimality Conditions, vol. 1. Springer, New York (2005)

    MATH  Google Scholar 

  5. Moldovan, A., Pellegrini, L.: On separation between a set and a convex cone. J. Math. Anal. Appl. (2009, submitted)

  6. Clarke, F.H.: Optimization and Nonsmooth Analysis. Wiley, New York (1983). Reprint, SIAM Classics in Applied Mathematics, vol. 5, Philadelphia (1994)

    MATH  Google Scholar 

  7. Ioffe, A.D.: Regular points of Lipschitz functions. Trans. Am. Math. Soc. 251, 533–548 (1994)

    Google Scholar 

  8. Giannessi, F.: Semidifferentiable functions and necessary optimality conditions. J. Optim. Theory Appl. 60, 191–214 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  9. Moldovan, A., Pellegrini, L.: On regularity for constrained extremum problems. Part 2: necessary optimality conditions. J. Optim. Theory Appl. (2009). doi:10.1007/s10957-009-9521-8

    Google Scholar 

  10. Dien, P.H., Mastroeni, G., Pappalardo, M., Quang, P.H.: Regularity conditions for constrained extremum problems via image space. J. Optim. Theory Appl. 80, 19–37 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  11. Penot, J.P.: About linearization, conization, calmness, openess and regularity. In: Nonlinear Analysis and Applications, Proc. Conference Arlington, Texas, July 28/August 1, 1986 Lakshmikantham Editor, Chap. 56, pp. 439–450. Dekker, New York (1987)

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to L. Pellegrini.

Additional information

Communicated by F. Giannessi.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Moldovan, A., Pellegrini, L. On Regularity for Constrained Extremum Problems. Part 1: Sufficient Optimality Conditions. J Optim Theory Appl 142, 147–163 (2009). https://doi.org/10.1007/s10957-009-9518-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10957-009-9518-3

Keywords

Navigation